Researchers at Japan’s Shibaura Institute of Technology have developed a steer-by-wire bicycle that can tell whether a rider is turning or wobbling.

The system uses machine learning to read steering angle, speed, roll, lateral acceleration, and rider reaction torque. Data from these signals trains a special AI to classify straight riding, cornering, and instability.